Title :
Optimal selection of aggregation locations for urban sensing
Author :
Sahoo, Jagruti ; Cherkaoui, Soumaya ; Hafid, Abdelhakim
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Sherbrooke, Sherbrooke, QC, Canada
Abstract :
Urban Sensing has become an increasingly popular service in vehicular networks. It allows consumers to access a repository of data collected by sensors embedded in vehicles. Aggregation is a viable approach to convert the sensed data into a usable form. An efficient way to perform aggregation is to divide the network into a number of geographical regions, called aggregation regions. In this paper, we propose a novel mechanism to construct aggregation regions based on the location of RSUs (road-side units). Besides, we propose an optimization strategy to determine the optimal location of aggregation that minimizes the delay of vehicular communications.
Keywords :
intelligent sensors; optimisation; vehicular ad hoc networks; RSU location; aggregation locations; aggregation regions; embedded sensors; optimal selection; optimization strategy; road-side units; urban sensing; vehicular communications; vehicular networks; Aggregates; Delays; Genetic algorithms; Optimization; Roads; Sensors; Vehicles; optimization; road-side unit; vehicular sensing;
Conference_Titel :
Communications (ICC), 2014 IEEE International Conference on
Conference_Location :
Sydney, NSW
DOI :
10.1109/ICC.2014.6883325